Saturday, April 18, 2026

It's Just Math

It’s normal for commentators to note that any new tax plan “gives” more to the wealthy than to working people. So it is with the latest tax plan


Such claims normally rely on absolute dollar amounts of benefit, rather than the impact of rates, which normally are progressive, with higher rates for wealthier payers, and lower rates for lower-income earners. 


Most such differences are the result of mathematics. A small percent of a big number is a big number; a small percent of a small number is still a small number. 


In the United States, for example, the top 10 percent of filers pay roughly three-quarters of all federal income taxes. 


The bottom half of filers produce 10 percent to 15 percent of all federal income tax receipts, and some effectively pay zero rates when one adds in the effect of income transfers and credits. 


Income Group (AGI Percentile)

Approx. Share of Total Income

Approx. Share of Federal Income Taxes Paid

Avg. Effective Tax Rate

Top 1%

~20–22%

~40–45%

~25–27%

Top 5%

~35–38%

~60–65%

~22–25%

Top 10%

~45–48%

~70–75%

~20–23%

Top 25%

~65–70%

~85–90%

~17–20%

Top 50%

~85–90%

~95–97%

~15–18%

Bottom 50%

~10–15%

~2–5%

~3–5% (often near zero or negative)


If you broaden from income taxes to total federal taxes, including payroll taxes (Social Security, Medicare), the overall system remains progressive, if less so than looking strictly at income taxes. 


But the point is that any tax plan that reduces rates will “give much more to the rich” than to lower-income taxpayers, simply because “the rich” pay most of the taxes. Even a progressive rate reduction is not going to change that. 


So it might come as no surprise that most people are relatively indifferent to any tax savings they received. It’s just math.

Allbirds Throws a "Hail Mary" Pass

Allbirds, the shoe company, has sold its shoe business to American Exchange Group and wants to pivot to supplying high-performance computing to firms that are not comfortable or able to work with hyperscale suppliers. 


We might wish the firm luck with its pivot. On the other hand, it might be the clearest sign of excess in the artificial intelligence market. That isn’t to say there is froth everywhere. But there might be some similarities to Pets.com, perhaps a poster child for investor exuberance during the dot.com bubble. 


Both companies built their identities around a specific consumer promise, but were unable to reach profitability.


Pets.com sold dog food below cost and lost money on nearly every order once shipping was factored in. 


Allbirds similarly struggled with margins.


Pets.com simply ran out of cash. Allbirds was able to sell its core business. 


The pivot is the issue. 


Feature

Pets.com (1998–2000)

Allbirds/NewBird AI (2026)

Primary Trend

The "Dot-com" Bubble

The "AI/Compute" Boom

Core Product

Pet Supplies (Low margin/High weight)

GPU Capacity (High Capex/High demand)

Marketing Hook

The Sock Puppet (Brand awareness)

Sustainability (Old) / "GPUaaS" (New)

Stock Behavior

Rapid IPO growth followed by crash

Massive intraday "Pivot Pump" (800%+)

Outcome/Status

Became the face of the 2000 crash

Currently attempting a high-risk transition


Pets.com had no logistical or supply chain advantage over existing pet retailers. As did many other firms, it simply appended the “.com” suffix to its name. Allbirds seems to be doing the same using “AI.”


Allbirds has no obvious AI infrastructure expertise, proprietary technology, or data moat. The pivot is a financial and PR maneuver, not a strategy grounded in capabilities. 


Can a footwear company successfully manage the technical and cooling requirements of a tier-four data center? One might argue they can buy graphics processing units and hire personnel who do such things now. 


Pets.com proved that brand awareness doesn't solve logistics. NewBird AI now has to prove that it can surmount the "compute" expertise gap in a market segment with lots of other competitors, such as bitcoin miners similarly pivoting to high-performance computing “as a service.”


Not Even the NFL will be Immune to Supply and Demand Forces

For sports viewing and revenues, as with any other product, supply and demand do matter. 


Huge demand will tend to find a supply, no matter how much the government tries to do about it, while falling demand will lead to changes in supply. And that might already be happening. 


So it likely will be with the Federal Communications Commission’s inquiry into sports broadcasting rights


No matter what regulatory tweaks the FCC might pursue in its ongoing sports broadcasting inquiry, live sports rights will remain extraordinarily valuable, at least in the short term. 


source: BCG 


But long term might be quite another story. Regional sports networks already are feeling the strain as a combination of cord cutting and a shift to streaming are threatening the market.


And global sports rights, though growing, are expected to slow. 


source: Deloittte 


A few categories seem better protected, though. Between 2014 and 2024, the top 10 sports properties increased their global media rights value 113 percent, from roughly $15 billion to $32 billion, while the rights of the next 20 properties grew from about $5 billion to $7 billion, or about 40 percent.


High-demand content (NFL, the Olympics, Super Bowl, FIFA World Cup, March Madness finals) might retain a premium. Other content might see less demand and value. 


source: BCG 


The problem is the long term. Short form social media increasingly seems favored by younger viewers, displacing viewership of “full games.”


Study

Year

Key Finding

Link

YouGov Global Sports Survey (via Boston Brand Media)

2023

Only 31% of sports fans aged 18–24 watched live full-length matches, vs. 75% of fans aged 55+

bostonbrandmedia.com

Morning Consult — Gen Z & Sports

2022–23

Gen Z's overall interest in sports remains significantly below older generations; only 53% of Gen Z identify as sports fans vs. 69% of millennials; nearly half had never attended a live professional game

morningconsult.com

Vizrt Viewer Engagement Survey

2023

67% of Gen Z prefer watching sports on their phones vs. 23% of Gen X; 37% access all sports content via mobile only

vizrt.com

eMarketer / Third-Party Data (via eMarketer)

2024

Viewers over 50 are 50% likely to watch an entire game start to finish; viewers under 25 are only 30% likely to do so

emarketer.com

MediaPost / Nielsen "Total TV Dimensions 2024"

2024

Median age of linear TV sports viewer rose from 44 (1995) to 55 (2023), growing 25% vs. 15% population growth

mediapost.com

BCG — Beyond Media Rights

2026

Younger viewers watch fewer minutes of games on both broadcast and OTT; they consume sports via near-live social clips and YouTube highlights rather than full games

bcg.com

GWI Sports Viewership Trends

2025

Share of 16–24 year-old European sports fans watching highlights/recaps online weekly grew 22% since Q2 2024; only 27% of total sports fans watch full games on TV weekly

gwi.com

Deloitte — Re-imagining Media Rights

2025

Short-form sports content on YouTube grew 45% in 2024, totaling 35 billion hours; media rights growth rate slowing from 7.1% CAGR (2014–19) to ~2.7%

deloitte.com

YYZSportsMedia / NBA Data

2024

40% of Gen Z prefer watching highlights over full games; NBA traditional viewership down 19–25% year-over-year

yyzsportsmedia.com

Georgetown Law Tech Review

2024

Viewers aged 18–34 spend 60% of TV time streaming vs. 18% for viewers 65+; cable viewership dropped below 50% of total TV usage for the first time in July 2023

georgetownlawtechreview.org


Generation Z (roughly ages 10 to 28) is less likely to watch live games in full, and far more likely to consume sports through short, on-demand snippets. 


A recent global survey found that just 31 percent of sports fans aged 18 to 24 watched live full-length matches, compared to 75 percent of fans aged 55 or older:


Whether the FCC has much leeway to change matters is debatable. Even if the problem is fragmentation of the viewing experience, as well as higher costs, so long as demand exists, costs will climb. 


U.S. football fans wanting to watch every National Football League game must currently spend between $935 and $1,500 annually for full NFL access across 10 services, for example. 


That speaks to the demand. And that means distributors will continue to drive up the underlying costs of such premium content that ultimately get passed along to consumers, at least in the short term. 


The FCC’s inquiry) is narrowly focused on fragmentation, consumer access to free over-the-air broadcasts, and whether current rights deals hinder local stations’ public-interest obligations. 


It does not grant the agency authority to cap rights fees, rewrite league contracts, or dictate how much distributors (broadcast, cable, or streaming) are willing to pay. 


The FCC cannot “fix this” because sports rights are determined in a competitive open market where leagues auction scarce live inventory to the highest bidders.


Live professional and major college sports have structural advantages that set them apart from almost any other programming:

  • scarcity and live appeal that make them one of the last reliable “water-cooler” events in a fragmented media landscape

  • premium demographics (affluent, hard-to-reach male viewers)

  • monopoly-like supply (leagues control their own content and can sell rights collectively.


Much public policy chatter is about theater and perception, so we should not be surprised when government officials say they want to “do something” about a problem. 


But there is a “problem” sports team owners do face. 


Every time a league sells a new exclusive window to a new platform, two things happen:

  • total rights revenue goes up

  • the number of fans who can actually watch goes down. 


Up to this point, that tradeoff was tolerable because the revenue gains far outweighed the audience losses. But a problem remains: advertising revenues are built on audiences. 


So, eventually, subscription and rights revenue gains are possibly balanced by losses of advertising revenue as audiences fragment. 


If the assumption is that fans would follow the product wherever it went, paying whatever they had to, that theory now begins to be tested. FCC rules will not affect that new test of supply and demand. 


Rights fees are not absorbed by networks; they are recovered through the consumer’s wallet in one form or another:

  • streaming and cable bundles

  • broadcast networks (advertising costs are passed along to consumers in product prices)

  • subscriptions or ad costs are still paid for by consumers. 


The problem perhaps is not “older viewers” for whom watching their favorite team play is not discretionary. It is the younger viewers who never developed the habit who are the problem. 


At what point might disinterest finally begin to prick the balloon of rights payments? If younger viewers are not interested in watching live sports, what happens to the business model?



It's Just Math

It’s normal for commentators to note that any new tax plan “gives” more to the wealthy than to working people. So it is with the latest tax...